IBM / MCP Servers

AssetOpsBench

Name: IBM/AssetOpsBench
Author: IBM

AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

2.4k stars
353 forks
53 open issues
Language: Python
License: Apache-2.0
updated 5d ago

Install in Claude View on GitHub

Install

local · uvx (python)

Claude Code CLI

claude mcp add assetopsbench -- uvx assetopsbench

claude_desktop_config.json

{
  "mcpServers": {
    "assetopsbench": {
      "command": "uvx",
      "args": ["assetopsbench"]
    }
  }
}

~/.cursor/mcp.json

{
  "mcpServers": {
    "assetopsbench": {
      "command": "uvx",
      "args": ["assetopsbench"]
    }
  }
}

Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
Replace any <placeholder> values with your API keys or paths.
Restart Claude. The MCP server and its tools appear automatically.

Package name inferred from the repository name. Verify it exists on PyPI, or clone https://github.com/IBM/AssetOpsBench and follow its README.

README

MCP Servers overview

README preview not available. Visit the repo on GitHub for full documentation.

Use cases

AI / ML

Topics

ai-for-physical-assetscondition-based-maintenancehvac-maintenanceiotllm-agentsmodel-context-protocolpredictive-maintenancetime-series-forecasting

Frequently asked

What people ask about AssetOpsBench

What is IBM/AssetOpsBench?

IBM/AssetOpsBench is mcp servers for the Claude AI ecosystem. AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP. It has 2.4k GitHub stars and its last recorded update is dated 2026-10-23.

How do I install AssetOpsBench?

You can install AssetOpsBench by cloning the repository (https://github.com/IBM/AssetOpsBench) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is IBM/AssetOpsBench safe to use?

Our security agent has analyzed IBM/AssetOpsBench and assigned a Trust Score of 100/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains IBM/AssetOpsBench?

IBM/AssetOpsBench is maintained by IBM. The last recorded GitHub activity is dated 2026-10-23, with 53 open issues.

Are there alternatives to AssetOpsBench?

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.